# SeraphimSerapis/tool-eval-bench - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 74.8 / 100
- **Responsiveness Tier**: Tier S
- **Primary Language**: Python
- **GitHub Stars**: 380
- **Description**: Tool-calling quality benchmark for LLM serving stacks. 80+ deterministic scenarios testing multi-turn orchestration, safety boundaries, and structured output. Supports vLLM, SGLang, and llama.cpp.

## Contributor Metrics
- **Time to First Response**: ~10.9 hours
- **External PR Merge Rate**: 85.7%
- **First-Timer Success Rate**: 100.0%
- **Maintainers Active**: 3

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~10.9 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/SeraphimSerapis/tool-eval-bench)